rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Machine learning and knowledge discovery for engineering systems health management
  name:
    name part: Srivastava, Ashok N. (Ashok Narain)
    name part: 1969-
  name:
    name part: Han, Jiawei.
  name:
    name part: Taylor & Francis
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: flu
    date issued: 2012
    edition: 1st edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (491 p.).
  abstract: Systems health is a broad multidisciplinary field of study that generates huge amounts of data and thus is an extremely appropriate forum in which to utilize machine learning and knowledge discovery techniques. This book explores the use of machine learning and knowledge discovery in systems health research. It covers data mining and text mining algorithms, anomaly detection, diagnostic and prognostic systems, and applications to engineering systems. Featuring contributions from leading experts, the book is the first to explore this emerging research area--
  table of contents: Section 1. Data-driven methods for systems health management -- section 2. Physics-based methods for systems health management -- section 3. Applications.
  note: edited by Ashok N. Srivastava, Jiawei Han.
  note: A Chapman & Hall book.
  note: English.
  note: Includes bibliographical references.
  subject:
    topic: System failures (Engineering)
    topic: Prevention
    topic: Data processing
  subject:
    topic: Machine learning
  subject:
    topic: Apprentissage automatique
  subject:
    topic: Machine learning
  classification: TA169.5 .M33 2012
  classification: 006.31 620/.00452
  classification: COM021030 TEC007000 TEC009000
  related item:
    title info:
      title: Chapman & Hall/CRC data mining and knowledge discovery series
  identifier: 1000755711
  identifier: 9781000755718
  identifier: 1523126434
  identifier: 9781523126439
  identifier: 0429151306
  identifier: 9780429151309
  identifier: 1466548274
  identifier: 9781466548275
  identifier: 1439841799
  identifier: 9781439841792
  identifier: 2011027204
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: DST
    record creation date: 180331
    record change date: 20260205203350.9
    record identifier: in00005680561
    language of cataloging:
      language term: eng